Pandas Profiling Report

Dataset statistics

Number of variables	12
Number of observations	27820
Missing cells	19456
Missing cells (%)	5.8%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	2.5 MiB
Average record size in memory	96.0 B

Variable types

Text	2
Numeric	7
Categorical	3

Alerts

`HDI for year` has 19456 (69.9%) missing values	Missing
`sex` is uniformly distributed	Uniform
`age` is uniformly distributed	Uniform
`suicides_no` has 4281 (15.4%) zeros	Zeros
`suicides/100k pop` has 4281 (15.4%) zeros	Zeros

Reproduction

Analysis started	2024-03-16 04:52:04.661409
Analysis finished	2024-03-16 04:52:13.707719
Duration	9.05 seconds
Software version	ydata-profiling vv4.6.4
Download configuration	config.json

country
Text

Distinct	101
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	217.5 KiB

Length

Max length	28
Median length	21
Mean length	8.6248023
Min length	4

Characters and Unicode

Total characters	239942
Distinct characters	49
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Albania
2nd row	Albania
3rd row	Albania
4th row	Albania
5th row	Albania

Value	Count	Frequency (%)
and	1008	2.9%
united	816	2.4%
republic	694	2.0%
saint	672	1.9%
austria	382	1.1%
mauritius	382	1.1%
netherlands	382	1.1%
iceland	382	1.1%
ecuador	372	1.1%
spain	372	1.1%
Other values (111)	29112	84.2%

Most occurring characters

Value	Count	Frequency (%)
a	36862	15.4%
i	19394	8.1%
n	18220	7.6%
e	17874	7.4%
r	15174	6.3%
t	10848	4.5%
u	10558	4.4%
l	10082	4.2%
o	9220	3.8%
d	8594	3.6%
Other values (39)	83116	34.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	199994	83.4%
Uppercase Letter	33194	13.8%
Space Separator	6754	2.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	36862	18.4%
i	19394	9.7%
n	18220	9.1%
e	17874	8.9%
r	15174	7.6%
t	10848	5.4%
u	10558	5.3%
l	10082	5.0%
o	9220	4.6%
d	8594	4.3%
Other values (15)	43168	21.6%

Uppercase Letter

Value	Count	Frequency (%)
S	4378	13.2%
B	2868	8.6%
A	2672	8.0%
C	2514	7.6%
G	2218	6.7%
R	2084	6.3%
K	1836	5.5%
P	1788	5.4%
U	1752	5.3%
I	1486	4.5%
Other values (13)	9598	28.9%

Space Separator

Value	Count	Frequency (%)
	6754	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	233188	97.2%
Common	6754	2.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	36862	15.8%
i	19394	8.3%
n	18220	7.8%
e	17874	7.7%
r	15174	6.5%
t	10848	4.7%
u	10558	4.5%
l	10082	4.3%
o	9220	4.0%
d	8594	3.7%
Other values (38)	76362	32.7%

Common

Value	Count	Frequency (%)
	6754	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	239942	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	36862	15.4%
i	19394	8.1%
n	18220	7.6%
e	17874	7.4%
r	15174	6.3%
t	10848	4.5%
u	10558	4.4%
l	10082	4.2%
o	9220	3.8%
d	8594	3.6%
Other values (39)	83116	34.6%

year
Real number (ℝ)

Distinct	32
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2001.2584

Minimum	1985
Maximum	2016
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	217.5 KiB

Quantile statistics

Minimum	1985
5-th percentile	1987
Q1	1995
median	2002
Q3	2008
95-th percentile	2014
Maximum	2016
Range	31
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	8.469055
Coefficient of variation (CV)	0.0042318649
Kurtosis	-1.0517491
Mean	2001.2584
Median Absolute Deviation (MAD)	7
Skewness	-0.1602413
Sum	55675008
Variance	71.724893
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
2009	1068	3.8%
2010	1056	3.8%
2001	1056	3.8%
2002	1032	3.7%
2000	1032	3.7%
2011	1032	3.7%
2007	1032	3.7%
2003	1032	3.7%
2008	1020	3.7%
2006	1020	3.7%
Other values (22)	17440	62.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1985	576	2.1%
1986	576	2.1%
1987	648	2.3%
1988	588	2.1%
1989	624	2.2%
1990	768	2.8%
1991	768	2.8%
1992	780	2.8%
1993	780	2.8%
1994	816	2.9%

Value	Count	Frequency (%)
2016	160	0.6%
2015	744	2.7%
2014	936	3.4%
2013	960	3.5%
2012	972	3.5%
2011	1032	3.7%
2010	1056	3.8%
2009	1068	3.8%
2008	1020	3.7%
2007	1032	3.7%

sex
Categorical

UNIFORM

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	217.5 KiB

male	13910
female	13910

Length

Max length	6
Median length	5
Mean length	5
Min length	4

Characters and Unicode

Total characters	139100
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	male
2nd row	male
3rd row	female
4th row	male
5th row	male

Common Values

Value	Count	Frequency (%)
male	13910	50.0%
female	13910	50.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
male	13910	50.0%
female	13910	50.0%

Most occurring characters

Value	Count	Frequency (%)
e	41730	30.0%
m	27820	20.0%
a	27820	20.0%
l	27820	20.0%
f	13910	10.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	139100	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	41730	30.0%
m	27820	20.0%
a	27820	20.0%
l	27820	20.0%
f	13910	10.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	139100	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	41730	30.0%
m	27820	20.0%
a	27820	20.0%
l	27820	20.0%
f	13910	10.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	139100	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	41730	30.0%
m	27820	20.0%
a	27820	20.0%
l	27820	20.0%
f	13910	10.0%

age
Categorical

UNIFORM

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	217.5 KiB

15-24	4642
35-54	4642
75+	4642
25-34	4642
55-74	4642

Length

Max length	5
Median length	5
Mean length	4.5005751
Min length	3

Characters and Unicode

Total characters	125206
Distinct characters	8
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	15-24
2nd row	35-54
3rd row	15-24
4th row	75+
5th row	25-34

Common Values

Value	Count	Frequency (%)
15-24	4642	16.7%
35-54	4642	16.7%
75+	4642	16.7%
25-34	4642	16.7%
55-74	4642	16.7%
5-14	4610	16.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
15-24	4642	16.7%
35-54	4642	16.7%
75	4642	16.7%
25-34	4642	16.7%
55-74	4642	16.7%
5-14	4610	16.6%

Most occurring characters

Value	Count	Frequency (%)
5	37104	29.6%
-	23178	18.5%
4	23178	18.5%
2	9284	7.4%
3	9284	7.4%
7	9284	7.4%
1	9252	7.4%
+	4642	3.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	97386	77.8%
Dash Punctuation	23178	18.5%
Math Symbol	4642	3.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	37104	38.1%
4	23178	23.8%
2	9284	9.5%
3	9284	9.5%
7	9284	9.5%
1	9252	9.5%

Dash Punctuation

Value	Count	Frequency (%)
-	23178	100.0%

Math Symbol

Value	Count	Frequency (%)
+	4642	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	125206	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	37104	29.6%
-	23178	18.5%
4	23178	18.5%
2	9284	7.4%
3	9284	7.4%
7	9284	7.4%
1	9252	7.4%
+	4642	3.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	125206	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	37104	29.6%
-	23178	18.5%
4	23178	18.5%
2	9284	7.4%
3	9284	7.4%
7	9284	7.4%
1	9252	7.4%
+	4642	3.7%

suicides_no
Real number (ℝ)

ZEROS

Distinct	2084
Distinct (%)	7.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	242.57441

Minimum	0
Maximum	22338
Zeros	4281
Zeros (%)	15.4%
Negative	0
Negative (%)	0.0%
Memory size	217.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	25
Q3	131
95-th percentile	1050.05
Maximum	22338
Range	22338
Interquartile range (IQR)	128

Descriptive statistics

Standard deviation	902.04792
Coefficient of variation (CV)	3.7186442
Kurtosis	157.16884
Mean	242.57441
Median Absolute Deviation (MAD)	25
Skewness	10.35291
Sum	6748420
Variance	813690.44
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4281	15.4%
1	1539	5.5%
2	1102	4.0%
3	867	3.1%
4	696	2.5%
5	538	1.9%
6	467	1.7%
7	429	1.5%
8	365	1.3%
9	349	1.3%
Other values (2074)	17187	61.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4281	15.4%
1	1539	5.5%
2	1102	4.0%
3	867	3.1%
4	696	2.5%
5	538	1.9%
6	467	1.7%
7	429	1.5%
8	365	1.3%
9	349	1.3%

Value	Count	Frequency (%)
22338	1	< 0.1%
21706	1	< 0.1%
21262	1	< 0.1%
21063	1	< 0.1%
20705	1	< 0.1%
20562	1	< 0.1%
20256	1	< 0.1%
20119	1	< 0.1%
18973	1	< 0.1%
18681	1	< 0.1%

population
Real number (ℝ)

Distinct	25564
Distinct (%)	91.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1844793.6

Minimum	278
Maximum	43805214
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	217.5 KiB

Quantile statistics

Minimum	278
5-th percentile	7195.6
Q1	97498.5
median	430150
Q3	1486143.2
95-th percentile	8850239.6
Maximum	43805214
Range	43804936
Interquartile range (IQR)	1388644.8

Descriptive statistics

Standard deviation	3911779.4
Coefficient of variation (CV)	2.1204429
Kurtosis	27.407176
Mean	1844793.6
Median Absolute Deviation (MAD)	398150
Skewness	4.4594144
Sum	5.1322158 × 10¹⁰
Variance	1.5302018 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
24000	20	0.1%
26900	13	< 0.1%
20700	12	< 0.1%
22000	12	< 0.1%
4900	11	< 0.1%
20500	10	< 0.1%
1000	10	< 0.1%
9000	10	< 0.1%
21700	10	< 0.1%
28600	9	< 0.1%
Other values (25554)	27703	99.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
278	2	< 0.1%
286	1	< 0.1%
287	1	< 0.1%
290	1	< 0.1%
291	1	< 0.1%
293	1	< 0.1%
294	1	< 0.1%
297	1	< 0.1%
302	1	< 0.1%
304	1	< 0.1%

Value	Count	Frequency (%)
43805214	1	< 0.1%
43607902	1	< 0.1%
43509335	1	< 0.1%
43240905	1	< 0.1%
43139910	1	< 0.1%
43002471	1	< 0.1%
42997878	1	< 0.1%
42992076	1	< 0.1%
42957716	1	< 0.1%
42932194	1	< 0.1%

suicides/100k pop
Real number (ℝ)

ZEROS

Distinct	5298
Distinct (%)	19.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.816097

Minimum	0
Maximum	224.97
Zeros	4281
Zeros (%)	15.4%
Negative	0
Negative (%)	0.0%
Memory size	217.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.92
median	5.99
Q3	16.62
95-th percentile	50.5305
Maximum	224.97
Range	224.97
Interquartile range (IQR)	15.7

Descriptive statistics

Standard deviation	18.961511
Coefficient of variation (CV)	1.4795074
Kurtosis	12.165745
Mean	12.816097
Median Absolute Deviation (MAD)	5.82
Skewness	2.9634145
Sum	356543.83
Variance	359.5389
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4281	15.4%
0.29	72	0.3%
0.32	69	0.2%
0.34	55	0.2%
0.37	52	0.2%
0.33	49	0.2%
0.3	48	0.2%
0.41	47	0.2%
0.31	46	0.2%
0.22	46	0.2%
Other values (5288)	23055	82.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4281	15.4%
0.02	5	< 0.1%
0.03	8	< 0.1%
0.04	14	0.1%
0.05	10	< 0.1%
0.06	16	0.1%
0.07	9	< 0.1%
0.08	27	0.1%
0.09	10	< 0.1%
0.1	19	0.1%

Value	Count	Frequency (%)
224.97	1	< 0.1%
204.92	1	< 0.1%
187.06	1	< 0.1%
185.37	1	< 0.1%
182.32	1	< 0.1%
177.61	1	< 0.1%
177.57	1	< 0.1%
176.91	1	< 0.1%
176.33	1	< 0.1%
176.26	1	< 0.1%

country-year
Text

Distinct	2321
Distinct (%)	8.3%
Missing	0
Missing (%)	0.0%
Memory size	217.5 KiB

Length

Max length	32
Median length	25
Mean length	12.624802
Min length	8

Characters and Unicode

Total characters	351222
Distinct characters	59
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Albania1987
2nd row	Albania1987
3rd row	Albania1987
4th row	Albania1987
5th row	Albania1987

Value	Count	Frequency (%)
and	1008	2.9%
united	816	2.4%
saint	672	1.9%
of	372	1.1%
republic	372	1.1%
puerto	372	1.1%
costa	360	1.0%
new	348	1.0%
trinidad	324	0.9%
antigua	324	0.9%
Other values (2332)	29606	85.6%

Most occurring characters

Value	Count	Frequency (%)
a	36862	10.5%
0	29332	8.4%
9	22980	6.5%
1	20368	5.8%
i	19394	5.5%
2	18952	5.4%
n	18220	5.2%
e	17874	5.1%
r	15174	4.3%
t	10848	3.1%
Other values (49)	141218	40.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	199994	56.9%
Decimal Number	111280	31.7%
Uppercase Letter	33194	9.5%
Space Separator	6754	1.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	36862	18.4%
i	19394	9.7%
n	18220	9.1%
e	17874	8.9%
r	15174	7.6%
t	10848	5.4%
u	10558	5.3%
l	10082	5.0%
o	9220	4.6%
d	8594	4.3%
Other values (15)	43168	21.6%

Uppercase Letter

Value	Count	Frequency (%)
S	4378	13.2%
B	2868	8.6%
A	2672	8.0%
C	2514	7.6%
G	2218	6.7%
R	2084	6.3%
K	1836	5.5%
P	1788	5.4%
U	1752	5.3%
I	1486	4.5%
Other values (13)	9598	28.9%

Decimal Number

Value	Count	Frequency (%)
0	29332	26.4%
9	22980	20.7%
1	20368	18.3%
2	18952	17.0%
8	5568	5.0%
5	3264	2.9%
3	2772	2.5%
4	2760	2.5%
6	2680	2.4%
7	2604	2.3%

Space Separator

Value	Count	Frequency (%)
	6754	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	233188	66.4%
Common	118034	33.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	36862	15.8%
i	19394	8.3%
n	18220	7.8%
e	17874	7.7%
r	15174	6.5%
t	10848	4.7%
u	10558	4.5%
l	10082	4.3%
o	9220	4.0%
d	8594	3.7%
Other values (38)	76362	32.7%

Common

Value	Count	Frequency (%)
0	29332	24.9%
9	22980	19.5%
1	20368	17.3%
2	18952	16.1%
	6754	5.7%
8	5568	4.7%
5	3264	2.8%
3	2772	2.3%
4	2760	2.3%
6	2680	2.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	351222	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	36862	10.5%
0	29332	8.4%
9	22980	6.5%
1	20368	5.8%
i	19394	5.5%
2	18952	5.4%
n	18220	5.2%
e	17874	5.1%
r	15174	4.3%
t	10848	3.1%
Other values (49)	141218	40.2%

HDI for year
Real number (ℝ)

MISSING

Distinct	305
Distinct (%)	3.6%
Missing	19456
Missing (%)	69.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.77660115

Minimum	0.483
Maximum	0.944
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	217.5 KiB

Quantile statistics

Minimum	0.483
5-th percentile	0.619
Q1	0.713
median	0.779
Q3	0.855
95-th percentile	0.912
Maximum	0.944
Range	0.461
Interquartile range (IQR)	0.142

Descriptive statistics

Standard deviation	0.093366709
Coefficient of variation (CV)	0.12022479
Kurtosis	-0.64791393
Mean	0.77660115
Median Absolute Deviation (MAD)	0.071
Skewness	-0.30087745
Sum	6495.492
Variance	0.0087173423
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.713	84	0.3%
0.772	84	0.3%
0.888	84	0.3%
0.761	72	0.3%
0.909	72	0.3%
0.83	72	0.3%
0.756	72	0.3%
0.827	72	0.3%
0.793	72	0.3%
0.785	60	0.2%
Other values (295)	7620	27.4%
(Missing)	19456	69.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.483	12	< 0.1%
0.513	12	< 0.1%
0.522	12	< 0.1%
0.539	12	< 0.1%
0.542	12	< 0.1%
0.552	12	< 0.1%
0.562	12	< 0.1%
0.564	12	< 0.1%
0.566	12	< 0.1%
0.572	12	< 0.1%

Value	Count	Frequency (%)
0.944	12	< 0.1%
0.942	24	0.1%
0.941	12	< 0.1%
0.94	12	< 0.1%
0.935	12	< 0.1%
0.933	12	< 0.1%
0.932	12	< 0.1%
0.931	12	< 0.1%
0.93	24	0.1%
0.928	12	< 0.1%

gdp_for_year
Real number (ℝ)

Distinct	2321
Distinct (%)	8.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.4558097 × 10¹¹

Minimum	46919625
Maximum	1.8120714 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	217.5 KiB

Quantile statistics

Minimum	46919625
5-th percentile	7.2786059 × 10⁸
Q1	8.9853528 × 10⁹
median	4.8114688 × 10¹⁰
Q3	2.6020243 × 10¹¹
95-th percentile	2.1231309 × 10¹²
Maximum	1.8120714 × 10¹³
Range	1.8120667 × 10¹³
Interquartile range (IQR)	2.5121708 × 10¹¹

Descriptive statistics

Standard deviation	1.45361 × 10¹²
Coefficient of variation (CV)	3.2622802
Kurtosis	64.233625
Mean	4.4558097 × 10¹¹
Median Absolute Deviation (MAD)	4.6739084 × 10¹⁰
Skewness	7.233755
Sum	1.2396063 × 10¹⁶
Variance	2.112982 × 10²⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2156624900	12	< 0.1%
9.604564503 × 10¹⁰	12	< 0.1%
2.71166356 × 10¹⁰	12	< 0.1%
2.94402876 × 10¹⁰	12	< 0.1%
3.46862243 × 10¹⁰	12	< 0.1%
4.04297344 × 10¹⁰	12	< 0.1%
4.5599994 × 10¹⁰	12	< 0.1%
4.99214644 × 10¹⁰	12	< 0.1%
5.43157225 × 10¹⁰	12	< 0.1%
2966234106	12	< 0.1%
Other values (2311)	27700	99.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
46919625	12	< 0.1%
47515189	12	< 0.1%
47737955	12	< 0.1%
54832578	12	< 0.1%
56338028	12	< 0.1%
63101272	12	< 0.1%
65334841	12	< 0.1%
66515377	12	< 0.1%
67254174	12	< 0.1%
67537480	12	< 0.1%

Value	Count	Frequency (%)
1.8120714 × 10¹³	12	< 0.1%
1.7427609 × 10¹³	12	< 0.1%
1.6691517 × 10¹³	12	< 0.1%
1.6155255 × 10¹³	12	< 0.1%
1.5517926 × 10¹³	12	< 0.1%
1.4964372 × 10¹³	12	< 0.1%
1.4718582 × 10¹³	12	< 0.1%
1.4477635 × 10¹³	12	< 0.1%
1.4418739 × 10¹³	12	< 0.1%
1.3855888 × 10¹³	12	< 0.1%

gdp_per_capita
Real number (ℝ)

Distinct	2233
Distinct (%)	8.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16866.464

Minimum	251
Maximum	126352
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	217.5 KiB

Quantile statistics

Minimum	251
5-th percentile	935
Q1	3447
median	9372
Q3	24874
95-th percentile	54294
Maximum	126352
Range	126101
Interquartile range (IQR)	21427

Descriptive statistics

Standard deviation	18887.576
Coefficient of variation (CV)	1.1198302
Kurtosis	4.937758
Mean	16866.464
Median Absolute Deviation (MAD)	7334
Skewness	1.96347
Sum	4.6922504 × 10⁸
Variance	3.5674054 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2303	36	0.1%
1299	36	0.1%
4104	36	0.1%
1698	24	0.1%
939	24	0.1%
3639	24	0.1%
4046	24	0.1%
21027	24	0.1%
4115	24	0.1%
2947	24	0.1%
Other values (2223)	27544	99.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
251	12	< 0.1%
291	12	< 0.1%
313	12	< 0.1%
345	12	< 0.1%
357	12	< 0.1%
359	12	< 0.1%
385	12	< 0.1%
387	12	< 0.1%
398	12	< 0.1%
424	12	< 0.1%

Value	Count	Frequency (%)
126352	12	< 0.1%
122729	12	< 0.1%
121315	12	< 0.1%
120423	12	< 0.1%
113120	12	< 0.1%
112581	12	< 0.1%
111328	12	< 0.1%
109804	12	< 0.1%
109483	12	< 0.1%
108408	12	< 0.1%

generation
Categorical

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	217.5 KiB

Generation X	6408
Silent	6364
Millenials	5844
Boomers	4990
G.I. Generation	2744

Length

Max length	15
Median length	12
Mean length	9.6063983
Min length	6

Characters and Unicode

Total characters	267250
Distinct characters	19
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Generation X
2nd row	Silent
3rd row	Generation X
4th row	G.I. Generation
5th row	Boomers

Common Values

Value	Count	Frequency (%)
Generation X	6408	23.0%
Silent	6364	22.9%
Millenials	5844	21.0%
Boomers	4990	17.9%
G.I. Generation	2744	9.9%
Generation Z	1470	5.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
generation	10622	27.6%
x	6408	16.7%
silent	6364	16.6%
millenials	5844	15.2%
boomers	4990	13.0%
g.i	2744	7.1%
z	1470	3.8%

Most occurring characters

Value	Count	Frequency (%)
e	38442	14.4%
n	33452	12.5%
i	28674	10.7%
l	23896	8.9%
o	20602	7.7%
t	16986	6.4%
a	16466	6.2%
r	15612	5.8%
G	13366	5.0%
s	10834	4.1%
Other values (9)	48920	18.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	209954	78.6%
Uppercase Letter	41186	15.4%
Space Separator	10622	4.0%
Other Punctuation	5488	2.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	38442	18.3%
n	33452	15.9%
i	28674	13.7%
l	23896	11.4%
o	20602	9.8%
t	16986	8.1%
a	16466	7.8%
r	15612	7.4%
s	10834	5.2%
m	4990	2.4%

Uppercase Letter

Value	Count	Frequency (%)
G	13366	32.5%
X	6408	15.6%
S	6364	15.5%
M	5844	14.2%
B	4990	12.1%
I	2744	6.7%
Z	1470	3.6%

Space Separator

Value	Count	Frequency (%)
	10622	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	5488	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	251140	94.0%
Common	16110	6.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	38442	15.3%
n	33452	13.3%
i	28674	11.4%
l	23896	9.5%
o	20602	8.2%
t	16986	6.8%
a	16466	6.6%
r	15612	6.2%
G	13366	5.3%
s	10834	4.3%
Other values (7)	32810	13.1%

Common

Value	Count	Frequency (%)
	10622	65.9%
.	5488	34.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	267250	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	38442	14.4%
n	33452	12.5%
i	28674	10.7%
l	23896	8.9%
o	20602	7.7%
t	16986	6.4%
a	16466	6.2%
r	15612	5.8%
G	13366	5.0%
s	10834	4.1%
Other values (9)	48920	18.3%

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	country	year	sex	age	suicides_no	population	suicides/100k pop	country-year	HDI for year	gdp_for_year	gdp_per_capita	generation
0	Albania	1987	male	15-24	21	312900	6.71	Albania1987	NaN	2.156625e+09	796.0	Generation X
1	Albania	1987	male	35-54	16	308000	5.19	Albania1987	NaN	2.156625e+09	796.0	Silent
2	Albania	1987	female	15-24	14	289700	4.83	Albania1987	NaN	2.156625e+09	796.0	Generation X
3	Albania	1987	male	75+	1	21800	4.59	Albania1987	NaN	2.156625e+09	796.0	G.I. Generation
4	Albania	1987	male	25-34	9	274300	3.28	Albania1987	NaN	2.156625e+09	796.0	Boomers
5	Albania	1987	female	75+	1	35600	2.81	Albania1987	NaN	2.156625e+09	796.0	G.I. Generation
6	Albania	1987	female	35-54	6	278800	2.15	Albania1987	NaN	2.156625e+09	796.0	Silent
7	Albania	1987	female	25-34	4	257200	1.56	Albania1987	NaN	2.156625e+09	796.0	Boomers
8	Albania	1987	male	55-74	1	137500	0.73	Albania1987	NaN	2.156625e+09	796.0	G.I. Generation
9	Albania	1987	female	5-14	0	311000	0.00	Albania1987	NaN	2.156625e+09	796.0	Generation X

	country	year	sex	age	suicides_no	population	suicides/100k pop	country-year	HDI for year	gdp_for_year	gdp_per_capita	generation
27810	Uzbekistan	2014	female	15-24	347	2992817	11.59	Uzbekistan2014	0.675	6.306708e+10	2309.0	Millenials
27811	Uzbekistan	2014	male	55-74	144	1271111	11.33	Uzbekistan2014	0.675	6.306708e+10	2309.0	Boomers
27812	Uzbekistan	2014	male	15-24	347	3126905	11.10	Uzbekistan2014	0.675	6.306708e+10	2309.0	Millenials
27813	Uzbekistan	2014	male	75+	17	224995	7.56	Uzbekistan2014	0.675	6.306708e+10	2309.0	Silent
27814	Uzbekistan	2014	female	25-34	162	2735238	5.92	Uzbekistan2014	0.675	6.306708e+10	2309.0	Millenials
27815	Uzbekistan	2014	female	35-54	107	3620833	2.96	Uzbekistan2014	0.675	6.306708e+10	2309.0	Generation X
27816	Uzbekistan	2014	female	75+	9	348465	2.58	Uzbekistan2014	0.675	6.306708e+10	2309.0	Silent
27817	Uzbekistan	2014	male	5-14	60	2762158	2.17	Uzbekistan2014	0.675	6.306708e+10	2309.0	Generation Z
27818	Uzbekistan	2014	female	5-14	44	2631600	1.67	Uzbekistan2014	0.675	6.306708e+10	2309.0	Generation Z
27819	Uzbekistan	2014	female	55-74	21	1438935	1.46	Uzbekistan2014	0.675	6.306708e+10	2309.0	Boomers

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Math Symbol

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Other Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Missing values

Sample